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» Classes and clusters in data analysis
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ICML
2007
IEEE
16 years 7 months ago
Relational clustering by symmetric convex coding
Relational data appear frequently in many machine learning applications. Relational data consist of the pairwise relations (similarities or dissimilarities) between each pair of i...
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip...
ICDM
2007
IEEE
158views Data Mining» more  ICDM 2007»
16 years 14 days ago
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice
Recent years have witnessed an increasing number of studies in stream mining, which aim at building an accurate model for continuously arriving data. Somehow most existing work ma...
Jing Gao, Wei Fan, Jiawei Han
163
Voted
CC
2006
Springer
108views System Software» more  CC 2006»
15 years 10 months ago
Efficient Flow-Sensitive Interprocedural Data-Flow Analysis in the Presence of Pointers
This paper presents a new worklist algorithm that significantly speeds up a large class of flow-sensitive data-flow analyses, including typestate error checking and pointer analysi...
Teck Bok Tok, Samuel Z. Guyer, Calvin Lin
SSDBM
2006
IEEE
121views Database» more  SSDBM 2006»
16 years 5 days ago
Time Series Analysis Using the Concept of Adaptable Threshold Similarity
The issue of data mining in time series databases is of utmost importance for many practical applications and has attracted a lot of research in the past years. In this paper, we ...
Johannes Aßfalg, Hans-Peter Kriegel, Peer Kr...
BMCBI
2005
72views more  BMCBI 2005»
15 years 6 months ago
Shortest triplet clustering: reconstructing large phylogenies using representative sets
Background: Understanding the evolutionary relationships among species based on their genetic information is one of the primary objectives in phylogenetic analysis. Reconstructing...
Le Sy Vinh, Arndt von Haeseler